31 citations · 83 across the 13 of their papers we have counts for
12 papers · 1 filter
Gated Driver Attention Predictor
Tianci Zhao, Xue Bai, Jianwu Fang +1
Driver attention prediction implies the intention understanding of where the driver intends to go and what object the driver concerned about, which commonly provides a driving task…
ConMAE: Contour Guided MAE for Unsupervised Vehicle Re-Identification
Jing Yang, Jianwu Fang, Hongke Xu
Vehicle re-identification is a cross-view search task by matching the same target vehicle from different perspectives. It serves an important role in road-vehicle collaboration and…
Cognitive Accident Prediction in Driving Scenes: A Multimodality Benchmark
Jianwu Fang, Lei-Lei Li, Kuan Yang +3
Traffic accident prediction in driving videos aims to provide an early warning of the accident occurrence, and supports the decision making of safe driving systems. Previous works…
Deep Virtual-to-Real Distillation for Pedestrian Crossing Prediction
Jie Bai, Xin Fang, Jianwu Fang +2
Pedestrian crossing is one of the most typical behavior which conflicts with natural driving behavior of vehicles. Consequently, pedestrian crossing prediction is one of the primar…
Heterogeneous Trajectory Forecasting via Risk and Scene Graph Learning
Jianwu Fang, Chen Zhu, Pu Zhang +2
Heterogeneous trajectory forecasting is critical for intelligent transportation systems, but it is challenging because of the difficulty of modeling the complex interaction relatio…
Behavioral Intention Prediction in Driving Scenes: A Survey
Jianwu Fang, Fan Wang, Jianru Xue +1
In the driving scene, the road agents usually conduct frequent interactions and intention understanding of the surroundings. Ego-agent (each road agent itself) predicts what behavi…